Inventory Management Systems ML Frameworks

AI-powered inventory optimization platforms with demand forecasting, stock level management, and supply chain analytics. Does NOT include general supply chain logistics, warehouse automation hardware, or pure demand forecasting without inventory optimization.

There are 78 inventory management systems frameworks tracked. The highest-rated is frenkowski/SCIMAI-Gym at 37/100 with 104 stars.

Get all 78 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	frenkowski/SCIMAI-Gym A Python library for addressing the supply chain inventory management...	37	Emerging	104	Jupyter Notebook
2	jonathanrao99/Inventory-Management-System 📦 AI-Powered Inventory Management System with LSTM predictions, real-time...	33	Emerging	18	HTML
3	saru2020/InventoryOptimizer This project provides an inventory optimization tool that uses synthetic...	33	Emerging	7	Python
4	hoangsonww/Inventory-Management 📦 This repository contains an Inventory Management System (Simulator)...	30	Emerging	14	Python
5	CodeByPinar/WorldPopulationAnalysis2024 World Population Analysis 2024: An In-Depth Exploration of Urban and Rural...	25	Experimental	3	Jupyter Notebook
6	shamykyzer/sales-prediction-platform AI-powered sales forecasting web app for Bristol-Pink Café. Uses Meta's...	24	Experimental	2	JavaScript
7	AmrrSalem/Supply-Chain-Optimization Supply chain optimization tool with Streamlit dashboard and executive...	23	Experimental	1	Python
8	clementina-tom/Feed-to-farm-competition A modular, production-ready Machine Learning pipeline that predicts future...	23	Experimental	1	Jupyter Notebook
9	virbahu/supply-chain-python-cookbook 49 production-ready Python recipes for supply chain management	23	Experimental	1	Jupyter Notebook
10	virbahu/supply-chain-ai-for-beginners 19 Lessons - Master AI for Supply Chain Management from fundamentals to production	23	Experimental	1	Jupyter Notebook
11	virbahu/supply-chain-optimization-from-scratch Build supply chain optimization models from zero - pure implementation step by step	23	Experimental	1	Jupyter Notebook
12	virbahu/supply-chain-data-science-handbook The complete supply chain data science handbook as Jupyter notebooks	23	Experimental	1	Jupyter Notebook
13	galafis/Supply-Chain-Optimization Supply chain transportation problem solver using PuLP linear programming — Python	23	Experimental	1	Python
14	natta43/Freight_Optimization 🚛 Optimize freight routing with machine learning and linear programming to...	23	Experimental	1	Jupyter Notebook
15	jtkhair/aiship_webapp This web application is developed based on the joint work between the Marine...	23	Experimental	2	HTML
16	kailash4454/End-to-End-Retail-Intelligence-And-Forecasting-System Production-ready data science system with ML pipeline, forecasting,...	22	Experimental	—	Python
17	Swatikhedekar/Vendor-Invoice-Intelligence-System-ML-Project This project focuses on building an intelligent system to predict freight...	22	Experimental	—	—
18	virbahu/container-loading-3d 3D container loading bin packing heuristics	22	Experimental	—	Python
19	virbahu/sc-resilience-ai-v2 SC resilience AI v2 with predictive disruption avoidance	22	Experimental	—	Python
20	virbahu/sc-control-tower-ai AI-powered supply chain control tower with autonomous alerts	22	Experimental	—	Python
21	virbahu/ai-demand-tower AI demand sensing tower with multi-horizon planning	22	Experimental	—	Python
22	virbahu/ai-demand-orchestrator AI demand orchestrator for unified demand planning across channels	22	Experimental	—	Python
23	virbahu/supply-chain-gpt-assistant GPT-powered supply chain Q&A assistant with domain knowledge	22	Experimental	—	Python
24	virbahu/supply-chain-twin-platform Supply chain digital twin platform with real-time synchronization	22	Experimental	—	Python
25	virbahu/ai-sourcing-advisor AI-powered strategic sourcing advisor with market intelligence	22	Experimental	—	Python
26	Devanik21/gdp_dashboard_app Streamlit GDP dashboard powered by World Bank open data — country economic...	22	Experimental	—	Python
27	virbahu/sustainable-packaging-ai AI-optimized sustainable packaging selection with waste reduction	22	Experimental	—	Python
28	virbahu/inventory-segmentation-ai AI-driven inventory segmentation for differentiated replenishment policies	22	Experimental	—	Python
29	virbahu/supplier-risk-ai-v3 Supplier risk AI v3 with real-time monitoring and auto-mitigation	22	Experimental	—	Python
30	virbahu/esg-supply-chain-scorer ESG (Environmental, Social, Governance) scoring framework for supply chain partners	22	Experimental	—	Python
31	virbahu/ai-inventory-copilot AI inventory management copilot with natural language interface	22	Experimental	—	Python
32	virbahu/sustainable-sourcing-ai AI-powered sustainable sourcing with environmental impact scoring	22	Experimental	—	Python
33	Anlinnazateth/UNFood-Dashboard Global food insecurity dashboard built with Streamlit — interactive maps,...	22	Experimental	—	Python
34	virbahu/container-dwell-predictor Container dwell time prediction at ports and intermodal terminals	22	Experimental	—	Python
35	asmabouach/sales-forecasting-platform End-to-end BI platform with automated forecasting, Airflow pipelines,...	22	Experimental	—	HTML
36	virbahu/warehouse-capacity-planner-ai AI warehouse capacity planning with growth scenario modeling	22	Experimental	—	Python
37	virbahu/gnn-supply-chain-mapper Graph neural network approach to supply chain mapping and risk	22	Experimental	—	Python
38	MAYANK12-WQ/seaboard-marine AI-powered marine logistics optimization — route planning, demand...	22	Experimental	—	JavaScript
39	Surya-Hariharan/ESG-Sustainability-Analysis Full-stack ESG analytics dashboard for S&P 500 companies with FastAPI,...	22	Experimental	4	Jupyter Notebook
40	smkwray/geoluck How much of country prosperity can be predicted from geography? ML models on...	22	Experimental	—	Python
41	MLaitarovsky/auto-procure Autonomous Supply Chain Agent \| Full-Stack AI System that monitors inventory...	19	Experimental	—	TypeScript
42	saswat555/intercessor A smart ware-house management system	17	Experimental	101	HTML
43	purvi131/shipsure-ai AI-powered system that predicts and reduces shipping risks using data-driven...	17	Experimental	4	HTML
44	ryantusi/Ship_Delay_AI_Predictor 🚢 An end-to-end Machine Learning Operations (MLOps) + Flask web app project...	17	Experimental	2	Python
45	vinod-polinati/warehouse-optimization-system This project is used in identifying the most cost-effective method to...	16	Experimental	3	Jupyter Notebook
46	mirzayasirabdullahbaig07/SmartStore-AI Intelligent Retail Shelf Monitoring Simulation SmartStore AI is an...	16	Experimental	10	Python
47	jovinryan20/supply-chain-late-delivery-prediction End-to-End Supply Chain Late Delivery Risk Prediction using Decision Tree \|...	15	Experimental	1	Jupyter Notebook
48	ashioyajotham/predictive_fishing_analytics A production‑ready template for sustainable fishing analytics. Backend:...	15	Experimental	—	JavaScript
49	gsanaev/esg-classification A complete end-to-end framework for classifying corporate ESG performance...	15	Experimental	—	Jupyter Notebook
50	KOURIA13/checkout-prediction-ai AI-powered checkout optimization system predicting wait time, congestion and...	15	Experimental	1	Python
51	olgachitembo/Python-and-Data-Analytics-Project Global GDP per Capita Analysis, Clustering & Forecasting (2000–2030) using...	14	Experimental	—	Jupyter Notebook
52	nithishkumar-dev-10/kitchenstock-ai AI-powered kitchen inventory system that tracks ingredient usage and...	14	Experimental	—	Python
53	MukundaKatta/stocksense AI demand forecasting and inventory optimization platform	14	Experimental	—	TypeScript
54	kangwooho0126-prog/Inventory-Intelligence-System AI-driven inventory intelligence system for demand pattern detection and...	14	Experimental	—	Python
55	imran-ai-ds/ai-vendor-governance-risk-intelligence aI-powered Vendor Governance Platform with ML Risk Prediction, Financial...	14	Experimental	—	Jupyter Notebook
56	anisur-rahman/truck-delay-ml-pipeline End-to-end ML pipeline to predict truck shipment delays \| FastAPI · Random...	14	Experimental	—	Jupyter Notebook
57	Devanik21/gdp-dashboard-app World Bank GDP analytics dashboard — multi-country line comparison, PPP...	14	Experimental	—	Python
58	Team-Shipyard-Shenanigans/Container-Movement-Optimizer Our capstone project in Artificial Intelligence	14	Experimental	1	Python
59	architfx-Coder/predictive-modelling-framework Reusable end-to-end ML pipeline for business forecasting — automated feature...	14	Experimental	—	—
60	panduajiwicaksono/AI_For_Perishable_Goods_Prediction This project aims to reduce food waste in Shopee Supermarket by accurately...	14	Experimental	—	Jupyter Notebook
61	vaivasvatmathur/AI-Supply-Chain-Risk-Manager AI-powered supply chain monitoring system that detects risks and recommends...	14	Experimental	—	Java
62	Pegah-Ardehkhani/SupplyChain-LateDeliveryRisk Predicting Late Delivery Risk in Supply Chains using Machine Learning with...	14	Experimental	3	Jupyter Notebook
63	manish930s/Vendor-Invoice-Intelligence-System AI-driven analytics portal for predicting vendor freight costs and...	14	Experimental	—	Python
64	AbhiiisheK990/Vendor_Freight_Prediction_And_Invoive_Flagging_ML_Project Machine Learning project that predicts vendor freight costs and flags...	14	Experimental	—	Jupyter Notebook
65	donlimzx/supply-chain-risk-predictor End-to-end ML system predicting supply chain delivery risk · XGBoost ·...	14	Experimental	—	Jupyter Notebook
66	nithink-pixel/supply-chain-disruption-detector Real-time AI supply chain disruption detector — FinBERT NLP + XGBoost ML +...	14	Experimental	—	Python
67	zainab-iyiola/PetroPulse Real time energy news dashboard with automated topic tagging, sentiment...	14	Experimental	—	Python
68	Abishakm1507/ai-train-induction-planning-and-scheduling AI-driven operations management platform for the Kochi Metro Rail Limited...	13	Experimental	—	HTML
69	Fidelisaboke/food-security-analysis A machine learning analysis of household food security status and its...	13	Experimental	2	Jupyter Notebook
70	OS2fleetoptimiser/OS2fleetoptimiser-docs Documentation for OS2 FleetOptimiser	13	Experimental	—	Ruby
71	sirmirzaei/Warehouse_Optimizer Warehouse Optimizer is a web-based tool designed to streamline warehouse...	13	Experimental	7	JavaScript
72	SHAIKANASBASHA-55/Salesprediction AI-powered sales forecasting dashboard — RF + GBM + Deep MLP ensemble, live...	12	Experimental	1	HTML
73	Danish210507/FantasticTribble A web-based application to forecast Gross Domestic Product (GDP) using the...	12	Experimental	1	HTML
74	janakisowmya/sales-forecasting-platform sales forecasting platform with React, FastAPI, and ML models (ARIMA,...	12	Experimental	1	TypeScript
75	mariavpavlova/ESG-FTSE-Corpus A corpus of news articles with ESG relevance labels.	11	Experimental	2	—
76	aatmaj28/ResilienceAI---AINU-26-Hackathon ResilienceAI is a multi agent AI platform that monitors supply chain risks...	11	Experimental	—	TypeScript
77	daoninhthai/smart-inventory-management Smart Inventory Management with AI-powered demand forecasting. Spring Boot +...	11	Experimental	—	Java
78	so-sc/rudra-nivhack Demand Forecasting and Inventory Management System	10	Experimental	1	TypeScript